A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks

N. Moradpoor, G. Parr, S. McClean, B. Scotney

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
    18 Downloads (Pure)

    Abstract

    Optical and wireless integration scheme merges the high-speed and high-capacity of the optical networks with the low-cost, wide-coverage and mobility features of the wireless counterparts for the Subscriber Stations (SSs). It is also financially viable for the telecommunication service providers, particularly in the rural area where the development of the optical infrastructure or expansion of the exiting telecommunication solutions are either too costly or unreachable. In order to successfully integrate the two technologies, there are some technical concerns in terms of Architectural aspects, Physical Layer features and Media Access Control (MAC) issues. This paper is mainly focused on the MAC-related issues, particularly the dynamic excess bandwidth allocations where the hybrid Passive Optical Network (hybrid PON) is employed as a back haul solution for the wireless counterpart. A mathematical model for a Genetic Algorithm (GA)-based dynamic excess bandwidth allocation algorithm is proposed in this paper. The algorithm is proposed and implemented in order to generate the optimum/near optimum solutions for the problem of excess bandwidth allocations over the converged scenario between hybrid PON and wireless technologies.
    Original languageEnglish
    Title of host publication2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK
    Subtitle of host publicationConference Proceedings
    Place of PublicationPiscataway, NJ
    PublisherIEEE
    Pages23-28
    Number of pages6
    ISBN (Print)9781479903818
    Publication statusPublished - 11 Nov 2013
    Event5th Computer Science and Electronic Engineering Conference - University of Essex, Colchester, United Kingdom
    Duration: 17 Sep 201318 Sep 2013
    Conference number: 5th

    Conference

    Conference5th Computer Science and Electronic Engineering Conference
    Abbreviated titleCEEC 2015
    CountryUnited Kingdom
    CityColchester
    Period17/09/1318/09/13

    Fingerprint

    Passive optical networks
    Frequency allocation
    Genetic algorithms
    Mathematical models
    Medium access control
    Telecommunication services
    Fiber optic networks
    Telecommunication
    Costs

    Cite this

    Moradpoor, N., Parr, G., McClean, S., & Scotney, B. (2013). A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. In 2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK: Conference Proceedings (pp. 23-28). Piscataway, NJ: IEEE .
    Moradpoor, N. ; Parr, G. ; McClean, S. ; Scotney, B. / A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. 2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK: Conference Proceedings. Piscataway, NJ : IEEE , 2013. pp. 23-28
    @inproceedings{191e3dfb060e400a91940c7502a26d54,
    title = "A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks",
    abstract = "Optical and wireless integration scheme merges the high-speed and high-capacity of the optical networks with the low-cost, wide-coverage and mobility features of the wireless counterparts for the Subscriber Stations (SSs). It is also financially viable for the telecommunication service providers, particularly in the rural area where the development of the optical infrastructure or expansion of the exiting telecommunication solutions are either too costly or unreachable. In order to successfully integrate the two technologies, there are some technical concerns in terms of Architectural aspects, Physical Layer features and Media Access Control (MAC) issues. This paper is mainly focused on the MAC-related issues, particularly the dynamic excess bandwidth allocations where the hybrid Passive Optical Network (hybrid PON) is employed as a back haul solution for the wireless counterpart. A mathematical model for a Genetic Algorithm (GA)-based dynamic excess bandwidth allocation algorithm is proposed in this paper. The algorithm is proposed and implemented in order to generate the optimum/near optimum solutions for the problem of excess bandwidth allocations over the converged scenario between hybrid PON and wireless technologies.",
    author = "N. Moradpoor and G. Parr and S. McClean and B. Scotney",
    year = "2013",
    month = "11",
    day = "11",
    language = "English",
    isbn = "9781479903818",
    pages = "23--28",
    booktitle = "2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK",
    publisher = "IEEE",

    }

    Moradpoor, N, Parr, G, McClean, S & Scotney, B 2013, A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. in 2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK: Conference Proceedings. IEEE , Piscataway, NJ, pp. 23-28, 5th Computer Science and Electronic Engineering Conference, Colchester, United Kingdom, 17/09/13.

    A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. / Moradpoor, N.; Parr, G.; McClean, S.; Scotney, B.

    2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK: Conference Proceedings. Piscataway, NJ : IEEE , 2013. p. 23-28.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    TY - GEN

    T1 - A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks

    AU - Moradpoor, N.

    AU - Parr, G.

    AU - McClean, S.

    AU - Scotney, B.

    PY - 2013/11/11

    Y1 - 2013/11/11

    N2 - Optical and wireless integration scheme merges the high-speed and high-capacity of the optical networks with the low-cost, wide-coverage and mobility features of the wireless counterparts for the Subscriber Stations (SSs). It is also financially viable for the telecommunication service providers, particularly in the rural area where the development of the optical infrastructure or expansion of the exiting telecommunication solutions are either too costly or unreachable. In order to successfully integrate the two technologies, there are some technical concerns in terms of Architectural aspects, Physical Layer features and Media Access Control (MAC) issues. This paper is mainly focused on the MAC-related issues, particularly the dynamic excess bandwidth allocations where the hybrid Passive Optical Network (hybrid PON) is employed as a back haul solution for the wireless counterpart. A mathematical model for a Genetic Algorithm (GA)-based dynamic excess bandwidth allocation algorithm is proposed in this paper. The algorithm is proposed and implemented in order to generate the optimum/near optimum solutions for the problem of excess bandwidth allocations over the converged scenario between hybrid PON and wireless technologies.

    AB - Optical and wireless integration scheme merges the high-speed and high-capacity of the optical networks with the low-cost, wide-coverage and mobility features of the wireless counterparts for the Subscriber Stations (SSs). It is also financially viable for the telecommunication service providers, particularly in the rural area where the development of the optical infrastructure or expansion of the exiting telecommunication solutions are either too costly or unreachable. In order to successfully integrate the two technologies, there are some technical concerns in terms of Architectural aspects, Physical Layer features and Media Access Control (MAC) issues. This paper is mainly focused on the MAC-related issues, particularly the dynamic excess bandwidth allocations where the hybrid Passive Optical Network (hybrid PON) is employed as a back haul solution for the wireless counterpart. A mathematical model for a Genetic Algorithm (GA)-based dynamic excess bandwidth allocation algorithm is proposed in this paper. The algorithm is proposed and implemented in order to generate the optimum/near optimum solutions for the problem of excess bandwidth allocations over the converged scenario between hybrid PON and wireless technologies.

    M3 - Conference contribution

    SN - 9781479903818

    SP - 23

    EP - 28

    BT - 2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK

    PB - IEEE

    CY - Piscataway, NJ

    ER -

    Moradpoor N, Parr G, McClean S, Scotney B. A mathematical model for a GA-based dynamic excess bandwidth allocation algorithm for hybrid PON and wireless technology integrations for next generation broadband access networks. In 2013 5th Computer Science and Electronic Engineering Conference (CEEC), September 17-18, University of Essex, UK: Conference Proceedings. Piscataway, NJ: IEEE . 2013. p. 23-28